arXiv Artificial IntelligencePretraining large language models with MXFP4 on Native FP4 Hardware
arXiv:2605.09825v4 Announce Type: replace-cross Abstract: Why does full-pipeline FP4 training of large…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceText Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement
arXiv:2605.05103v3 Announce Type: replace-cross Abstract: We introduce the \textbf{Concept Field} of a text…
arXiv Artificial IntelligenceCAR: Query-Guided Confidence-Aware Reranking for Retrieval-Augmented Generation
arXiv:2605.04495v2 Announce Type: replace-cross Abstract: Retrieval-augmented generation (RAG) relies on…
arXiv Artificial IntelligenceAnalytic Bridge Diffusions for Controlled Path Generation
arXiv:2605.02961v2 Announce Type: replace-cross Abstract: Most modern bridge-diffusion methods achieve…
arXiv Artificial IntelligenceEnhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agents
arXiv:2604.27143v2 Announce Type: replace-cross Abstract: Cloud-based Large Language Models (LLMs) can…
arXiv Artificial IntelligenceMaking Gaussian Kolmogorov-Arnold Networks Reliable and Accurate
arXiv:2604.21174v3 Announce Type: replace-cross Abstract: Kolmogorov-Arnold Networks (KANs) replace fixed…
arXiv Artificial IntelligenceDORA Explorer: Improving the Exploration Ability of LLMs Without Training
arXiv:2604.17244v2 Announce Type: replace-cross Abstract: Large language model (LLM) agents for sequential…
arXiv Artificial IntelligenceTEMPER: Testing Emotional Perturbation in Quantitative Reasoning
arXiv:2604.07801v2 Announce Type: replace-cross Abstract: Large language models are trained and evaluated on…
arXiv Artificial IntelligenceUncertainty as a Planning Signal: Multi-Turn Decision Making for Goal-Oriented Conversation
arXiv:2604.03924v2 Announce Type: replace-cross Abstract: Goal-oriented conversational systems require making…
arXiv Artificial IntelligenceSocial Meaning in Large Language Models: Structure, Magnitude, and Pragmatic Prompting
arXiv:2604.02512v2 Announce Type: replace-cross Abstract: Large language models (LLMs) increasingly exhibit…
arXiv Artificial IntelligenceDesigning Agentic AI-Based Screening for Portfolio Investment
arXiv:2603.23300v2 Announce Type: replace-cross Abstract: We introduce a new agentic artificial intelligence…
arXiv Artificial IntelligenceREVERE: Reflective Evolving Research Engineer
arXiv:2603.20667v2 Announce Type: replace-cross Abstract: Existing prompt-optimization techniques rely on…
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